---
title: "Dashboard"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    vertical_layout: fill
    source: embed
---

```{r setup, include=FALSE}
library(flexdashboard)
library(tidyverse)
library(p8105.datasets)
library(plotly)
```

Column {data-width=650}
-----------------------------------------------------------------------

### Chart A

```{r}
data("rest_inspec") 

rest_inspec %>%
  mutate(text_label = str_c("Grade",grade, "\nScore ", score)) %>% 
  plot_ly(
    x = ~cuisine_description, y = ~score, type = "scatter", mode = "markers",
    color = ~grade, text = ~text_label, alpha = 0.5)
```

Column {data-width=350}
-----------------------------------------------------------------------

### Chart B

```{r}
rest_inspec %>%
  count(violation_code) %>% 
  filter(n > 100) %>% 
  mutate(violation_code = factor(violation_code), 
         violation_code = fct_reorder(violation_code, n)) %>%
  plot_ly(x = ~violation_code, y = ~n, color = ~violation_code, type = "bar", colors = "viridis")
```

### Chart C

```{r}
rest_inspec %>% 
  filter(cuisine_description == "American",
         boro != "0") %>%
  plot_ly(x = ~boro, y = ~score, type = "box", colors = "viridis")
```